NLP Model for Text to Image Generation

I'm seeking a competent AI model developer, specifically talented in Natural Language Processing (NLP), deep learning frameworks like PyTorch, and transfer learning to develop a text-to-image visual analogy model for teaching complex topics in school. The key tasks are to implement the data collection pipeline, develop the neural network architecture utilizing NLP and transfer learning techniques, train and optimize the model on the multi-domain dataset, and conduct quantitative and qualitative testing to validate the model. The deliverable should be an operational text-to-image visual analogy generation model that takes text descriptions of complex concepts as input and outputs relevant visual analogies. This will provide the implemented visual analogy model needed to generate visual metaphors that aid in teaching complex concepts Ideal Skills and Experience: - Proficiency in developing NLP models - Solid knowledge of Machine Learning principles - Proficient in Text-to-Image synthesis - Familiarity with AI technologies The model will primarily work with the text data input to generate corresponding images. It’s vital to have a good understanding of representing this data visually. This is a challenging, exciting project with vast potential for growth and learning. If this resonates with your skills and interest, I invite you to make a bid.